Posted inAI
RAG pipeline – Cost?
“Vector DB + LLM = Done!” Incorporate some open-source tools and include Langchain (we'll discuss that later). You should be all set, right? Wrong. Here's the problem: One full-time engineer…
Posted inAI
Issues with HR Recruiting Software
This article may become outdated in a few months as they might be fixing the updates for those issues. An Applicant Tracking System (ATS) is software that reads and sorts…
Posted inAI Product Design
GPU suitable for LLM inference:
CUDA Cores: These are the primary processing units of the GPU. Higher CUDA core counts generally translate to better parallel processing performance. Tensor Cores: Specialized cores designed specifically for deep…
Posted inAI
Modular RAG – Three-layer structure of module types, modules, and operators.
The RAG flow encompasses the entire working process within the RAG system, from the input query to the output generation of text. This process typically involves the coordinated work of…
Posted inAI
How much does it cost for LLM?
Training Hours -Llama 2(7b) ~ 180,000 GPU hours~10b model ~ 100,000 GPU hours Llama 2(70b) ~ 1,700,000 GPU hours.~ 100b model ~ 1,000,000 GPU hours RentingInvidia A100 $1-2 per GPU…